General

Attention

47821 papers with code

Activation Functions

38139 papers with code

Attention Mechanisms

27542 papers with code

Stochastic Optimization

28593 papers with code

Regularization

63343 papers with code

See all 134 categories

Computer Vision

Convolutional Neural Networks

6460 papers with code

Generative Models

10258 papers with code

Image Model Blocks

8084 papers with code

Object Detection Models

2947 papers with code

Image Feature Extractors

188 papers with code

See all 126 categories

Natural Language Processing

Language Models

49320 papers with code

Transformers

41830 papers with code

Word Embeddings

916 papers with code

Sentence Embeddings

219 papers with code

Attention Patterns

3996 papers with code

See all 48 categories

Reinforcement Learning

Policy Gradient Methods

1738 papers with code

Off-Policy TD Control

1970 papers with code

Reinforcement Learning Frameworks

306 papers with code

Q-Learning Networks

638 papers with code

Heuristic Search Algorithms

434 papers with code

See all 28 categories

Audio

Generative Audio Models

393 papers with code

Audio Model Blocks

79 papers with code

Text-to-Speech Models

142 papers with code

Speech Separation Models

46 papers with code

Speech Recognition

43 papers with code

See all 13 categories

Sequential

Recurrent Neural Networks

9483 papers with code

Sequence To Sequence Models

2975 papers with code

Time Series Analysis

912 papers with code

Temporal Convolutions

277 papers with code

Bidirectional Recurrent Neural Networks

770 papers with code

See all 11 categories

Graphs

Graph Models

2436 papers with code

Graph Embeddings

1277 papers with code

Graph Representation Learning

9234 papers with code

Graph Data Augmentation

1 papers with code